Individual Studies in Medical Image Analysis, Spring 2020


Class Schedule

1st week

03/03   Overview and introduction
2nd week
03/10   Convolutional Neural Networks
3rd week
03/17   AlexNet: Image Classification with Deep Convolutional Neural Networks
4th week
03/24   ResNet: Deep Residual Learning for Image Recognition
5th week
03/31   Transfer Learning
6th week
04/07   Spring break
7th week
04/14   1st Midterm Project Demonstration & Presentation
8th week
04/21   U-Net: Convolutional Networks for Biomedical Image Segmentation
9th week
04/28   YOLO: Unified, Real-time Object Detection
10th week
05/05   Generative Adversarial Network (GAN)
11th week
05/12   Recurrent Neural Networks (RNN)
12th week
05/19   2nd Midterm Project Demonstration & Presentation
13th week
05/26   校外專家演講
14th week
06/02   校外專家演講
15th week
06/09   醫院/公司參訪
16th week
06/16   Final Project Demonstration & Presentation